# SOME DESCRIPTIVE TITLE. # Copyright (C) 2022, Microsoft # This file is distributed under the same license as the NNI package. # FIRST AUTHOR , 2022. # #, fuzzy msgid "" msgstr "" "Project-Id-Version: NNI \n" "Report-Msgid-Bugs-To: \n" "POT-Creation-Date: 2022-04-20 05:50+0000\n" "PO-Revision-Date: YEAR-MO-DA HO:MI+ZONE\n" "Last-Translator: FULL NAME \n" "Language-Team: LANGUAGE \n" "MIME-Version: 1.0\n" "Content-Type: text/plain; charset=utf-8\n" "Content-Transfer-Encoding: 8bit\n" "Generated-By: Babel 2.9.1\n" #: ../../source/index.rst:4 ../../source/index.rst:52 msgid "Get Started" msgstr "" #: ../../source/index.rst:12 msgid "Model Compression" msgstr "" #: ../../source/index.rst:12 msgid "User Guide" msgstr "" #: ../../source/index.rst:23 msgid "Python API" msgstr "" #: ../../source/index.rst:23 msgid "References" msgstr "" #: ../../source/index.rst:32 msgid "Misc" msgstr "" #: ../../source/index.rst:2 msgid "NNI Documentation" msgstr "" #: ../../source/index.rst:44 msgid "" "**NNI (Neural Network Intelligence)** is a lightweight but powerful " "toolkit to help users **automate**:" msgstr "" #: ../../source/index.rst:46 msgid ":doc:`Hyperparameter Optimization `" msgstr "" #: ../../source/index.rst:47 msgid ":doc:`Neural Architecture Search `" msgstr "" #: ../../source/index.rst:48 msgid ":doc:`Model Compression `" msgstr "" #: ../../source/index.rst:49 msgid ":doc:`Feature Engineering `" msgstr "" #: ../../source/index.rst:54 msgid "To install the current release:" msgstr "" #: ../../source/index.rst:60 msgid "" "See the :doc:`installation guide ` if you need additional " "help on installation." msgstr "" #: ../../source/index.rst:63 msgid "Try your first NNI experiment" msgstr "" #: ../../source/index.rst:69 msgid "" "You need to have `PyTorch `_ (as well as " "`torchvision `_) installed " "to run this experiment." msgstr "" #: ../../source/index.rst:71 msgid "" "To start your journey now, please follow the :doc:`absolute quickstart of" " NNI `!" msgstr "" #: ../../source/index.rst:74 msgid "Why choose NNI?" msgstr "" #: ../../source/index.rst:77 msgid "NNI makes AutoML techniques plug-and-play" msgstr "" #: ../../source/index.rst:221 msgid "NNI eases the effort to scale and manage AutoML experiments" msgstr "" #: ../../source/index.rst:229 msgid "" "An AutoML experiment requires many trials to explore feasible and " "potentially good-performing models. **Training service** aims to make the" " tuning process easily scalable in a distributed platforms. It provides a" " unified user experience for diverse computation resources (e.g., local " "machine, remote servers, AKS). Currently, NNI supports **more than 9** " "kinds of training services." msgstr "" #: ../../source/index.rst:240 msgid "" "Web portal visualizes the tuning process, exposing the ability to " "inspect, monitor and control the experiment." msgstr "" #: ../../source/index.rst:251 msgid "" "The DNN model tuning often requires more than one experiment. Users might" " try different tuning algorithms, fine-tune their search space, or switch" " to another training service. **Experiment management** provides the " "power to aggregate and compare tuning results from multiple experiments, " "so that the tuning workflow becomes clean and organized." msgstr "" #: ../../source/index.rst:257 msgid "Get Support and Contribute Back" msgstr "" #: ../../source/index.rst:259 msgid "" "NNI is maintained on the `NNI GitHub repository " "`_. We collect feedbacks and new " "proposals/ideas on GitHub. You can:" msgstr "" #: ../../source/index.rst:261 msgid "" "Open a `GitHub issue `_ for bugs" " and feature requests." msgstr "" #: ../../source/index.rst:262 msgid "" "Open a `pull request `_ to " "contribute code (make sure to read the :doc:`contribution guide " "` before doing this)." msgstr "" #: ../../source/index.rst:263 msgid "" "Participate in `NNI Discussion " "`_ for general questions " "and new ideas." msgstr "" #: ../../source/index.rst:264 msgid "Join the following IM groups." msgstr "" #: ../../source/index.rst:270 msgid "Gitter" msgstr "" #: ../../source/index.rst:271 msgid "WeChat" msgstr "" #: ../../source/index.rst:278 msgid "Citing NNI" msgstr "" #: ../../source/index.rst:280 msgid "" "If you use NNI in a scientific publication, please consider citing NNI in" " your references." msgstr "" #: ../../source/index.rst:282 msgid "" "Microsoft. Neural Network Intelligence (version |release|). " "https://github.com/microsoft/nni" msgstr "" #: ../../source/index.rst:284 msgid "" "Bibtex entry (please replace the version with the particular version you " "are using): ::" msgstr "" #~ msgid "Hyperparameter Optimization" #~ msgstr "" #~ msgid "To run your first NNI experiment:" #~ msgstr "" #~ msgid "" #~ "you need to have `PyTorch " #~ "`_ (as well as " #~ "`torchvision `_)" #~ " installed to run this experiment." #~ msgstr "" #~ msgid "" #~ "Open a `pull request " #~ "`_ to contribute" #~ " code (make sure to read the " #~ "`contribution guide ` before " #~ "doing this)." #~ msgstr ""